Palmhashnet: Palmprint hashing network for indexing large databases to boost identification

G Arora, S Kalra, A Bhatia, K Tiwari - IEEE Access, 2021 - ieeexplore.ieee.org
… accelerating the human identification in large palmprint databases. Some work suggest the
… , “Texture-based palmprint retrieval using a layered search scheme for personal identification,…

[PDF][PDF] Person authentication based on palm-print recognition

P Poonia - 2023 - dspace.bits-pilani.ac.in
… which makes a personal identification decision on specific … from a palmprint's surface layer.
The inherent orientation … recognition, the Gabor filter is a popular texture-based technique …

[PDF][PDF] An Adaptive Palmprint Enhancement and Feature Selection Method for Robust Identification

AB Mehmood - 2023 - cust.edu.pk
… out performs previously proposed texture-based segmentation … such as passwords, Personal
identification numbers (PIN), … using features extracted from convolutional layers of deep …

Deep distillation hashing for unconstrained palmprint recognition

H Shao, D Zhong, X Du - IEEE Transactions on Instrumentation …, 2021 - ieeexplore.ieee.org
… several categories, such as texture-based and code-based … Batch-5 and FC layers are
trained using actual palmprint … learning for image retrieval and person re-identification,” IEEE …

A deep biometric hash learning framework for three advanced hand‐based biometrics

H Shao, D Zhong, X Du - IET Biometrics, 2021 - Wiley Online Library
… of palmprint recognition, traditional methods can be divided into several categories, that is
texture-based, … From the results, for palmprint and palm vein, all the fully connected layers can …

A performance evaluation of hashing techniques for 2D and 3D palmprint retrieval and recognition

W Jia, B Wang, Y Zhao, H Min, H Feng - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
… 3D information, some researchers proposed 3D palmprint … : line-based methods, texture-based
methods, subspace learning-… , we first extract the F7 layer features of CNN network, and …

Multiview-learning-based generic palmprint recognition: A literature review

S Zhao, L Fei, J Wen - Mathematics, 2023 - mdpi.com
… (1) Texture based. For example, Kumar [13] proposed performing … , ie, image retrieval,
webpage retrieval, and speech recognition. … In [93], a layered multi-feature encoding strategy was …

Palmprint Recognition: Extensive exploration of databases, methodologies, comparative assessment, and future directions

N Amrouni, A Benzaoui, A Zeroual - Applied Sciences, 2023 - mdpi.com
… viability of palmprints as a means of personal identification, … , each applying dual convolutional
layers succeeded by sum … Texture-based methods take advantage of the intricate and …

A secure and robust indexing algorithm for distorted fingerprints and latent palmprints

J Khodadoust, MA Medina-Pérez… - Expert Systems with …, 2022 - Elsevier
an index generated with a function that maps a fingerprint/palmprint into an identifier called
an … Finally, they used the voting scheme to retrieve candidate images from the index table. …

Towards efficient unconstrained palmprint recognition via deep distillation hashing

H Shao, D Zhong, X Du - arXiv preprint arXiv:2004.03303, 2020 - arxiv.org
… , such as structure-based and texture-based methods [23]. … nearest neighbor search for
large-scale multimedia retrieval, … connected layers are trained with actual palmprint images. In …